Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

350

Sex Count
Male 200
Female 150
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 10.04 days FQ: 5 days Median: 8 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Closed [endoscopic] biopsy of bronchus ( P3324 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 6.31 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 60
Another health facility including LTC 50
Emergency department 50
Court/Law enforcement 60
Unknown 50
Disposition Distribution
Disposition Count
Routine 240
Home Health Care 50
Transfer other SNF, ICF, etc. 40
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 50
Self-pay 30
Other payer 40
Unknown payer 50
No charge 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 40
Native American 50
Other 40
Asian or Pacific Islander 50
Race missing, unknown 40
State variation
S1 S2
Count 180 170
Sex : Male 50.0% 58.8%
Sex : Female 44.4% 41.2%
Source : Routine, birth, etc 22.2% 11.8%
Source : Another hospital 11.1% 17.6%
Source : Another health facility including LTC 11.1% 11.8%
Source : Emergency department 11.1% 17.6%
Source : Court/Law enforcement 16.7% 11.8%
Source : Unknown 11.1% 11.8%
Disposition : Routine 61.1% 70.6%
Disposition : Home Health Care 16.7% 11.8%
Disposition : Transfer other SNF, ICF, etc. 11.1% 11.8%
Payer : Medicare 11.1% 17.6%
Payer : Medicaid 11.1% 17.6%
Payer : Private insurance 16.7% 11.8%
Payer : Unknown payer 11.1% 11.8%
Payer : No charge 11.1% 11.8%
Race : White 11.1% 11.8%
Race : Black 11.1% 11.8%
Race : Native American 11.1% 17.6%
Race : Other 11.1% 11.8%
Race : Race missing, unknown 11.1% 11.8%
Race : Asian or Pacific Islander 11.1% 17.6%
Payer : Other payer 11.1% 0%
Race : Hispanic 11.1% 0%
Yearly variation
2006
Count 100
Sex : Male 60.0%
Sex : Female 30.0%
Disposition : Routine 60.0%
Disposition : Home Health Care 20.0%
Payer : Private insurance 20.0%
Age Distribution
Age Count
80 - 99 110
40 - 59 60
60 - 79 170
Mean age First quartile Median Third quartile
71.19 years 63 years 73 years 81 years
85 >= Age > 65
Count 180
Sex : Male 55.6%
Sex : Female 44.4%
Source : Routine, birth, etc 16.7%
Source : Another hospital 16.7%
Source : Another health facility including LTC 16.7%
Source : Emergency department 11.1%
Source : Unknown 11.1%
Source : Court/Law enforcement 16.7%
Disposition : Routine 66.7%
Disposition : Home Health Care 11.1%
Disposition : Transfer other SNF, ICF, etc. 11.1%
Payer : Medicare 11.1%
Payer : Medicaid 16.7%
Payer : Private insurance 16.7%
Payer : Self-pay 11.1%
Payer : Unknown payer 16.7%
Payer : No charge 11.1%
Race : White 11.1%
Race : Black 11.1%
Race : Hispanic 11.1%
Race : Asian or Pacific Islander 11.1%
Race : Native American 16.7%
Race : Other 11.1%
Race : Race missing, unknown 11.1%
Procedure Distribution
Procedure Code Description Count
P9904 Transfusion of packed cells 30
P8741 Computerized axial tomography of thorax 20
P3324 Closed [endoscopic] biopsy of bronchus 350
P3893 Venous catheterization, not elsewhere classified 30
P4011 Biopsy of lymphatic structure 30
P3327 Closed endoscopic biopsy of lung 280
P3491 Thoracentesis 40
DRG Distribution
DRG Code Description Count
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 350
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 20
D486 Pneumonia, organism unspecified 70 0 60
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D1623 Malignant neoplasm of upper lobe, bronchus or lung 30 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
D79902 Hypoxemia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D3051 Tobacco use disorder 0 0 40
D1625 Malignant neoplasm of lower lobe, bronchus or lung 20 0 0
DV1582 Personal history of tobacco use 0 0 40
D4019 Unspecified essential hypertension 0 0 50
D515 Postinflammatory pulmonary fibrosis 0 0 20
D42731 Atrial fibrillation 0 0 20
D2859 Anemia, unspecified 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30
EE8490 Accident in home 20